Lancelot53 / flan-t5-base-xlsum

huggingface.co
Total runs: 5
24-hour runs: 0
7-day runs: 1
30-day runs: 2
Model's Last Updated: August 26 2023
text-generation

Introduction of flan-t5-base-xlsum

Model Details of flan-t5-base-xlsum

flan-t5-base-xlsum

This model is a fine-tuned version of google/flan-t5-base on the xlsum dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3988
Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure
Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 5e-05
  • train_batch_size: 6
  • eval_batch_size: 12
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 200
  • num_epochs: 5
Training results
Training Loss Epoch Step Validation Loss
17.0416 0.09 200 0.4680
0.495 0.18 400 0.4080
0.4721 0.28 600 0.4051
0.4677 0.37 800 0.4048
0.4691 0.46 1000 0.4035
0.4667 0.55 1200 0.4025
0.464 0.65 1400 0.4015
0.4575 0.74 1600 0.4004
0.4598 0.83 1800 0.4003
0.4602 0.92 2000 0.4004
0.4556 1.02 2200 0.3992
0.4335 1.11 2400 0.3992
0.4347 1.2 2600 0.3992
0.4421 1.29 2800 0.3999
0.4318 1.39 3000 0.3988
0.4425 1.48 3200 0.3981
0.4428 1.57 3400 0.3988
0.4345 1.66 3600 0.3980
0.4266 1.76 3800 0.3979
0.4245 1.85 4000 0.3982
0.4215 1.94 4200 0.3967
0.4285 2.03 4400 0.3977
0.4082 2.13 4600 0.3981
0.4049 2.22 4800 0.3980
0.4139 2.31 5000 0.3975
0.4008 2.4 5200 0.3983
0.4073 2.5 5400 0.3980
0.4214 2.59 5600 0.3979
0.411 2.68 5800 0.3983
0.4173 2.77 6000 0.3971
0.4098 2.87 6200 0.3970
0.4267 2.96 6400 0.3968
0.3958 3.05 6600 0.3976
0.3959 3.14 6800 0.3984
0.4049 3.24 7000 0.3978
0.3993 3.33 7200 0.3980
0.3971 3.42 7400 0.3983
0.4032 3.51 7600 0.3987
0.391 3.61 7800 0.3987
0.3988 3.7 8000 0.3990
0.3912 3.79 8200 0.3984
0.3958 3.88 8400 0.3982
0.396 3.98 8600 0.3979
0.3926 4.07 8800 0.3988
0.3913 4.16 9000 0.3988
0.3915 4.25 9200 0.3985
0.3885 4.35 9400 0.3988
0.3824 4.44 9600 0.3991
0.3884 4.53 9800 0.3989
0.3816 4.62 10000 0.3989
0.4028 4.72 10200 0.3986
0.3881 4.81 10400 0.3988
0.3809 4.9 10600 0.3988
0.3873 4.99 10800 0.3988
Framework versions
  • Transformers 4.31.0
  • Pytorch 2.0.1+cu117
  • Datasets 2.13.1
  • Tokenizers 0.13.3

Runs of Lancelot53 flan-t5-base-xlsum on huggingface.co

5
Total runs
0
24-hour runs
0
3-day runs
1
7-day runs
2
30-day runs

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flan-t5-base-xlsum install

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